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System of systems modelling and simulation: an outlook and open issues

journal contribution
posted on 2015-05-15, 12:08 authored by Andrew Kinder, Michael HenshawMichael Henshaw, Carys Siemieniuch
System of systems (SoS) engineering is an emerging sub-discipline, within which modelling and simulation is a key area. The failure of many SoS endeavours can be attributed to the inappropriate application of systems engineering processes, including modelling approaches. Selection of suitable modelling approaches is critical to ensuring representative models are created, ensuring reliable SoS analysis and prediction of emergent behaviour is possible. Essential to SoS modelling is the dynamic element, enabling the generation of emergent behaviour, appropriate approaches including; discrete event system specification, Petri nets, agent-based modelling and system dynamics. Bayesian belief networks, Markov models and game theory provide a static probabilistic approach, suitable for strategic, decision and risk models. Enterprise architecture frameworks and modelling languages are typically used for static modelling of SoS. A combination of static and dynamic approaches should be utilised, providing a range of perspectives, giving an insight into the complexity inherent in all SoS.

History

School

  • Mechanical, Electrical and Manufacturing Engineering

Published in

Int. J. System of Systems Engineering,

Volume

Vol. 5

Issue

No. 2 2014

Pages

150 - 192 (42)

Citation

KINDER, A., HENSHAW, M. and SIEMIENIUCH C. E., 2014. System of systems modelling and simulation: an outlook and open issues. International Journal of System of Systems Engineering, 5 (2), pp. 150 - 192

Publisher

© Inderscience Enterprises Ltd.

Version

  • VoR (Version of Record)

Publisher statement

This work is made available according to the conditions of the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International (CC BY-NC-ND 4.0) licence. Full details of this licence are available at: https://creativecommons.org/licenses/by-nc-nd/4.0/

Publication date

2014

Notes

This article is closed access.

Language

  • en